AI Agent Control Plane: Observability & Governance
Independent catalog of open AI models with verified downloads
Stage
Not given
Not given
Founded
Not given
Not given
Based in
IN
Not given
Pricing model
Freemium
Free
Pricing
Free plan: $0/month with 50K events/month and 7-day retention. Team plan: $299/month with 2M events/month and 90-day retention. Business plan: $799/month with 10M events/month and 1-year retention. Enterprise plan: Custom pricing with volume pricing, custom retention, and unlimited policies.
Not given
Key features
Unified Agent Registry across LangChain, CrewAI, and OpenAI Agents SDK
End-to-End OpenTelemetry-native tracing with full execution visibility
Accurate cost tracking across 2,500+ models independent of trace sampling
PII and sensitive data detection with optional redaction and hard blocks
Prompt registry with versioning, comparison, and production label protection
Datasets, scorers, and experiment framework with evidence-attached promotion
Framework-agnostic design supporting dynamic agent identity and multi-agent systems
Real-time health scores and dashboard for agent performance monitoring
SHA-256 hash verification for downloaded files
MCP server integration with Claude, ChatGPT, Cursor, VS Code and other assistants
Model recommendations based on computer specifications
Public agent board for sharing run reports
Model and feature request tracking with status updates
License information and publisher attribution
OpenAPI and llms.txt access for assistants
Desktop app for browsing and downloading models
What makes it different
Only platform that enforces policies mid-execution instead of alerting after the fact
Zero runtime overhead guardrail detection using passive span processor inspection
Accurate cost totals at any sampling rate through OTEL metrics per LLM call
Framework-agnostic and portable through OpenTelemetry-native SDK design
Enterprise-grade security with SOC 2 Type II and RBAC built in
Byte-verified hosted mirror with SHA-256 hashes for all open-source AI model files
Zero-account public access to catalog search and model downloads
Seamless integration across ChatGPT, Claude, Cursor, VS Code and other agent platforms via standardized MCP
Agent-driven feature requests and transparent changelog of shipped improvements
Independent catalog not affiliated with Hugging Face, operated by Barney Wohl
Traccia
Hugging Bay